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Medical Decision Making
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Hydra

A Knowledge Acquisition Tool for Expert Systems That Critique Medical Workup

Perry L. Miller

Steven J. Blumenfrucht

John R. Rose

Michael Rothschild

Henry A. Swett

Gregory Weltin

Nicolaas J.I. Mars

HYDRA is a computer-based knowledge acquisition tool under development to assist in the creation of expert systems which critique medical workup. To use HYDRA, a domain expert first outlines the recommended approaches to the workup of a chosen medical problem, using the Augmented Transition Network formalism. From this model, HYDRA produces a list of the various conditions for which critiquing comments may be required to react to all possible approaches that might be proposed by the user of the critiquing system. Domain- specific constraints can be used to restrict the number of conditions suggested. In this way, HYDRA assists the domain expert by providing a model for structuring the problem, and by breaking down the domain expert's work into a set of small, easily understood tasks. Key words: artificial intelligence in medicine; expert systems; knowledge acquisition; medical workup. (Med Decis Making 7:12-21, 1987)

Medical Decision Making, Vol. 7, No. 1, 12-21 (1987)
DOI: 10.1177/0272989X8700700106


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